Data analysis using artificial immune systems, cluster analysis and Kohonen networks: some comparisons

Jon Timmis*, Mark Neal, John Hunt

*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

44 Dyfyniadau (Scopus)

Crynodeb

A novel data analysis technique inspired by the human immune system AIS (the artificial immune system) is examined. For this purpose, a reworked and improved theoretical foundation of the artificial immune system algorithm, that gives good quality results with benchmark data, is introduced. The effectiveness of the IAS and its visualization as an aid to the data mining and knowledge discovery processes is discussed.

Iaith wreiddiolSaesneg
TeitlProceedings of the IEEE International Conference on Systems, Man and Cybernetics
Is-deitl1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics'
Tudalennau922-927
Nifer y tudalennau6
Cyfrol3
StatwsCyhoeddwyd - 1999
Digwyddiad1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics' - Tokyo, Jpn
Hyd: 12 Hyd 199915 Hyd 1999

Cyfres gyhoeddiadau

EnwProceedings of the IEEE International Conference on Systems, Man and Cybernetics
ISSN (Argraffiad)0884-3627

Cynhadledd

Cynhadledd1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics'
DinasTokyo, Jpn
Cyfnod12 Hyd 199915 Hyd 1999

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